Course pages 2012–13
Introduction to Natural Language Processing
Introduction to Linguistics for Natural Language Processing
Theories of Syntax,
Semantics and Discourse Interpretation
NLP undergraduate course notes
(for background)
Penn Treebank tagging manual (Santorini 1990)
Gold standard RASP grammatical relations from PARC DepBank (look for the annotations marked as rasp)
Stephen Clark's Lectures
Lecture 1: Automatic Linguistic Annotation
Lecture 2: Part of Speech (POS) Tagging
Lecture 3: Part I: Language Modelling and Smoothing; Part II: Viterbi for Taggers
Lecture 4: Introduction to Parsing
Lecture 5: PCFG Models for Statistical Parsing
Lecture 6: PP Attachment and Lexicalisation
Lecture 7: Estimation for Lexicalised PCFGs
Lecture 8: Parsing with Lexicalised PCFGs
References for the Statistical Parsing book chapter (to go with the physical handout)